New Advances in Functional Data Analysis

Sun, Aug 4, 2:00 PM - 3:50 PM

Yin TangChair

Section on Nonparametric Statistics

7 Presentations

A Landmark Competing Risk Model for Dynamic Prediction

2:05 PM - 2:20 PM

Ruilie Cai

Co-authors: Jiajia Zhang (University of South Carolina), Wenbin Lu (North Carolina State University), Pulak Ghosh (Indian Institute of Management, Bangalor)

Adaptive Leveraged Causal Inference with an Application to PCR Testing

2:20 PM - 2:35 PM

Felix Junior Appiah Kubi

Co-authors: Han Yu (University of Northern Colorado)

Advancing Model Selection in Generalized Functional Regression Through Multivariate Functional PCA

2:35 PM - 2:50 PM

James Merchant

Co-authors: Hyunkeun Cho

Are Users Susceptible to Interaction with an Automated Account Different From Those That Do Not?

2:50 PM - 3:05 PM

Jake Koerner

Co-authors: Ana-Maria Staicu (North Carolina State University), William Rand (North Carolina State University), Zakaria Babutsidze (SKEMA Business School)

Functional Data Models for Dose Finding Studies

3:05 PM - 3:20 PM

Bahaeddine Taoufik (Saint Joseph's University)

Co-authors: Justin Petrovich (Saint Vincent College), Sungwook Kim

Hypothesis testing for a functional parameter via sample splitting

3:20 PM - 3:35 PM

Yi Zhang

Co-authors: Xiaofeng Shao (University of Illinois, Urbana-Champaign)

Optimal Classification of Multivariate Functional Data using Deep Neural Networks

3:35 PM - 3:50 PM

Ukamaka Nnyaba

Co-authors: Nedret Billor (Auburn University), roberto molinari (Auburn University)